Analytics Vidhya

MAY 1, 2023

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.

Sales 399

Sales Interactive Technology Analytics 399

KDnuggets

MAY 1, 2023

Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.

IT 143

IT 143

Analytics Vidhya

MAY 1, 2023

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.

Technology 357

Technology Analytics 357

KDnuggets

MAY 1, 2023

Have you thought of using ChatGPT to help augment your machine learning tasks? Check out our latest cheat sheet to find out how.

Machine Learning 160

Machine Learning Data Science Analytics 160

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

Analytics Vidhya

MAY 1, 2023

Introduction You call artificial intelligence and machine learning magic. Your friend, on the contrary, deems it as just another revolution – devouring some jobs, flooding with a double of new jobs. While this debate continues in the chorus, PwC’s global AI study says that the global economy will see a boost of 14% in GDP […] The post Emerging Trends in AI and ML in 2023 & Beyond appeared first on Analytics Vidhya.

Machine Learning 302

Machine Learning Analytics Manufacturing Deep Learning 302

KDnuggets

MAY 1, 2023

Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

IT 160

IT 160

KDnuggets

MAY 1, 2023

This blog provided you with a comprehensive overview of ETL and JupySQL, including a brief introduction to ETLs and JupySQL. We also demonstrated how to schedule an example ETL notebook via GitHub actions, which allows you to automate the process of executing ETLs and JupySQL from Jupyter.

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110

Analytics Vidhya

MAY 1, 2023

Replit is a software development platform that enables developers to set up development environments and release fully functional live apps in seconds. It has recently raised $97.4 million at a $1.16 billion post-money valuation. The company boasts over 22.5 million developers globally. It plans to use the new funding to support its core development experience. […] The post Replit Raises $97.4 M to Expand AI-Powered Software Development Platform appeared first on Analytics Vidhya.

Software 278

Software Analytics IT Modeling 278

CIO Business Intelligence

MAY 1, 2023

Technology innovation is happening at breakneck speed, creating new opportunities and threats for companies of all sizes and industries. At the same time, ever-evolving macroeconomic conditions are pressuring leaders to drive business outcomes against tighter margins. While today’s business climate certainly feels like a test for the survival of the fittest, your goal should not be to just survive, but rather to thrive.

Software 105

Software Digital Transformation Optimization Marketing 105

Analytics Vidhya

MAY 1, 2023

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.

Technology 271

Technology Analytics 271

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management

KDnuggets

MAY 1, 2023

AutoGPT: Everything You Need To Know • Data Visualization Best Practices & Resources for Effective Communication • 8 Open-Source Alternative to ChatGPT and Bard • Baby AGI: The Birth of a Fully Autonomous AI • LangChain 101: Build Your Own GPT-Powered Applications

Visualization 104

Visualization 104

Analytics Vidhya

MAY 1, 2023

Last week, April 24-27, saw the annual RSA Conference (RSAC) 2023 in San Francisco. Artificial intelligence (AI) was a new subject at RSAC this year. Furthermore, this is unsurprising considering the recent focus on generative AI, particularly ChatGPT. The use of AI in cybersecurity is equally challenging, but generative AI provides some fascinating problems regarding […] The post RSA Conference 2023 Overview: AI Takes Center Stage in Cybersecurity appeared first on Analytics Vidhya.

Analytics 244

Analytics 244

IBM Big Data Hub

MAY 1, 2023

The last few years—even the last few months—have seen artificial intelligence (AI) breakthroughs come at a dizzying pace. AI that can generate paragraphs of text as well as a human, create realistic imagery and video from text, or perform hundreds of different tasks has captured the public’s attention. People see AI’s high level of performance, creative potential and, in some cases, the ability for anyone to use them with little to no technical expertise.

Modeling 99

Modeling Risk Machine Learning Technology 99

Cloudera

MAY 1, 2023

Businesses everywhere have engaged in modernization projects with the goal of making their data and application infrastructure more nimble and dynamic. By breaking down monolithic apps into microservices architectures, for example, or making modularized data products, organizations do their best to enable more rapid iterative cycles of design, build, test, and deployment of innovative solutions.

Testing 76

Testing Management Data Processing IT 76

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

IBM Big Data Hub

MAY 1, 2023

Google Cloud Platform (GCP) enables customers to build, manage and deploy modern, scalable applications to achieve digital business success. However, due to its complexity, achieving operational excellence in the cloud is difficult. Fundamentally, as a Cloud Operator, you need to ensure great end-user experiences while staying within budget. In this blog post, we will review the various methods of GCP cloud cost management, what problems they address and how GCP users can best use them.

Optimization 86

Optimization ROI Consulting Dashboards 86

KDnuggets

MAY 1, 2023

Learn the basics of important metrics used for measuring central tendency.

Metrics 108

Metrics Measurement Data Science 108

IBM Big Data Hub

MAY 1, 2023

I love the game of chess and was shocked when IBM’s Deep Blue chess-playing machine defeated the world chess champion in 1997. That ground-shaking event divided the world with excitement and trepidation about a future with thinking machines. In this first of two posts, I investigate the anatomy of artificial intelligence and its impact on insurance.

Insurance 82

Insurance Predictive Modeling Cost-Benefit Statistics 82

AWS Big Data

MAY 1, 2023

Real-time anomaly detection describes a use case to detect and flag unexpected behavior in streaming data as it occurs. Online machine learning (ML) algorithms are popular for this use case because they don’t require any explicit rules and are able to adapt to a changing baseline, which is particularly useful for continuous streams of data where incoming data changes continuously over time.

Data Analytics 70

Data Analytics Analytics Software Machine Learning 70

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

Smarten

MAY 1, 2023

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles SSDP : Server Shared Directory Configuration LDAP / AD : AD Integration in Smarten Working with Dashboard : Dashboard Creation Best Practices Predictive Use cases Handling Outliers Using Smarten Assisted Predictive Modelling Medical Cost Prediction Using Smarten Assisted Pre

Predictive Modeling 67

Predictive Modeling Dashboards Modeling Analytics 67

CIO Business Intelligence

MAY 1, 2023

Recently, we visited with several dozen CIOs and IT leaders across all industries to learn more about the challenges they are experiencing in their current transformation initiatives. The focus of our discussions was on promoting and enabling digitally driven outcomes and quicker business decisions. The conversations reminded everyone that there isn’t a one-size-fits-all approach to the journey and that each organization should focus on its operating model, the architecture of the organization

Consulting 59

Consulting Data Governance Digital Transformation ROI 59

Jet Global

MAY 1, 2023

Performance either fuels or inhibits growth. That’s important to keep in mind in the context of a recent Gartner survey showing that growth is the top business priority for CEOs in 2019 through 2023. The economy is booming and opportunities abound, so now seems like an ideal time to expand. Whether or not that happens, however, depends entirely on how companies manage their performance.

Reporting 52

Reporting Finance Data-driven Risk 52

CIO Business Intelligence

MAY 1, 2023

As of late, debate has rekindled around cloud repatriation and whether it is a real phenomenon or just a myth. Much of the confusion may stem from lack of agreement on the term itself: many envision repatriation as an organization completely shifting from a public cloud provider back to on-premises infrastructure, but this is seldom the case. Recent evidence suggests that repatriation is just one aspect of a larger trend towards rationalizing and optimizing workloads across various IT environmen

Cost-Benefit 52

Cost-Benefit Insurance Optimization Management 52

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Management

erwin

MAY 1, 2023

The World Wide Data Vault Consortium ( WWDVC 2023 ) started today and erwin ® by Quest ® , one of the few active participants working toward a Data Vault 2.0 certification with the DataVaultAlliance , is announcing major advancements in our erwin Data Vault Automation solution. erwin by Quest provides a comprehensive suite of automation, data modeling, data intelligence, and data governance capabilities to data vault teams.

Cost-Benefit 52

Cost-Benefit Data Governance Metadata Data-driven 52

Dataiku

MAY 1, 2023

A core assumption necessary for causal inference is the positivity assumption (have a look at our other post for a discussion on the main assumptions necessary for causal inference). This is the assumption that, for every subgroup of your data, all kinds of treatment are present in that subgroup.

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CIO Business Intelligence

MAY 1, 2023

As more people get comfortable buying big ticket Items like cars on the internet, Volkswagen Financial Services South Africa (VWFS SA) knew it needed to simplify the entire process. CIO Wilma Crosson was in charge of making this happen. Improving its direct sales channel demanded that they come up with a way to, first of all, cut the time it takes for customers to complete the sales process.

KPI 52

KPI Sales Insurance Digital Transformation 52

AWS Big Data

MAY 1, 2023

As organizations mature in their cloud journey, they have many accounts (even hundreds) that they need to manage. Imagine having to manage support cases for these accounts without a unified dashboard. Administrators have to access each account either by switching roles or with single sign-on (SSO) in order to view and manage support cases. This post demonstrates how you can build an analytics pipeline to push support cases created in individual member AWS accounts into a central account.

Dashboards 80

Dashboards Analytics Visualization Management 80

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Testing

Jet Global

MAY 1, 2023

Introduction Why should I read the definitive guide to embedded analytics? Every application provider has the same goals: to help their users work more efficiently, and to drive user adoption. But many companies fail to achieve this goal because they struggle to provide the reporting and analytics users have come to expect. The Definitive Guide to Embedded Analytics is designed to answer any and all questions you have about the topic.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52